[HTML][HTML] Explaining recommender systems fairness and accuracy through the lens of data characteristics

Y Deldjoo, A Bellogin, T Di Noia - Information processing & management, 2021 - Elsevier
The impact of data characteristics on the performance of classical recommender systems
has been recently investigated and produced fruitful results about the relationship they have …

FineNet: a joint convolutional and recurrent neural network model to forecast and recommend anomalous financial items

YC Tsai, CY Chen, SL Ma, PC Wang, YJ Chen… - Proceedings of the 13th …, 2019 - dl.acm.org
Financial technology (FinTech) draws much attention in these years, with the advances of
machine learning and deep learning. In this work, given historical time series of stock prices …

CHDAER: Consistent Hashing-based Data Allocation for Efficient Recommendation in Edge Environment

Z Feng, C Yan, R Jiang, X Xu, X Zhang… - Proceedings of the 33rd …, 2024 - dl.acm.org
With the rapid development of the mobile internet, there is an increasing demand for quick
access to effective data. Consequently, more research is focusing on data processing and …

A Fuzzy-Based Recommender System: Case Börsenspiel for Swiss Universities

J Mancera, MT Nguyen, E Portmann - Applying Fuzzy Logic for the Digital …, 2019 - Springer
This case study introduces a new investment technique approach to make investment
decisions in the stock market with minimum risk and reduced potential human intuition bias …

A case study for presenting bank recommender systems based on bon card transaction data

A Sharifihosseini - 2019 9th international conference on …, 2019 - ieeexplore.ieee.org
As with many other businesses, banking industry tends to digitalize its working processes
and use state-of-the-art technique in the financial and commercial areas in its business. The …

Модель інтерфейсу пояснень з темпоральними параметрами в рекомендаційній системі

Анотація Предметом вивчення в статті є процеси представлення пояснень для
персоналізованих пропозицій в рекомендаційних системах. Метою є розробка моделі …

[PDF][PDF] Financial Insights: Harnessing Recommender Systems through Bibliometric Analysis

M Nourahmadi - Knowledge Economy Studies, 2024 - julistb.sinaweb.net
In today's fast-paced world, the amount of information we access and utilize rapidly
increases. Data mining, involving the extraction of relevant data from vast datasets and …

A Virtual Wallet Product Recommender System Based on Collaborative Filtering

DR Prieto-Torres, I Galpin - … Third International Conference, ICAI 2020, Ota …, 2020 - Springer
Nowadays, there are several options when it comes to making use of products that facilitate
financial services to people through virtual wallets. A recommender system quickly provides …

Bankacılık Sektöründe Tavsiye Sistemleri: Bir Literatür Çalışması

Y Paçin - Veri Bilimi, 2023 - dergipark.org.tr
Tavsiye sistemleri, günümüzde hızla artan kullanıcı ve ürün veri havuzlarını işlemek üzere
sofistike algoritmaların kullanıldığı ve ürünler ile müşteriler arasında en uyumlu eşleşmeyi …

Develo** a Recommendation System for Financial Management Using Collaborative Filtering and Sequencematcher

M Algieth - Available at SSRN 4820290, 2023 - papers.ssrn.com
In recent years, the recommendation system has been used extensively in various fields,
such as Amazon, YouTube, Netflix, and others. Therefore, this study suggests using …